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Image Classification of Melanoma, Nevus and Seborrheic Keratosis by Deep Neural Network Ensemble
- Publication Year :
- 2017
-
Abstract
- This short paper reports the method and the evaluation results of Casio and Shinshu University joint team for the ISBI Challenge 2017 - Skin Lesion Analysis Towards Melanoma Detection - Part 3: Lesion Classification hosted by ISIC. Our online validation score was 0.958 with melanoma classifier AUC 0.924 and seborrheic keratosis classifier AUC 0.993.<br />Comment: 4 pages. 3 figures. ISIC2017
- Subjects :
- Computer Science - Computer Vision and Pattern Recognition
Subjects
Details
- Database :
- arXiv
- Publication Type :
- Report
- Accession number :
- edsarx.1703.03108
- Document Type :
- Working Paper